Overview
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 468 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 199.0 KiB |
| Average record size in memory | 435.5 B |
Variable types
| Numeric | 15 |
|---|---|
| Text | 3 |
| Categorical | 2 |
PLAYER_ID is highly overall correlated with AGE_base | High correlation |
AGE_base is highly overall correlated with PLAYER_ID | High correlation |
GP_base is highly overall correlated with L_base and 2 other fields | High correlation |
W_base is highly overall correlated with GP_base and 1 other fields | High correlation |
L_base is highly overall correlated with GP_base and 1 other fields | High correlation |
W_PCT_base is highly overall correlated with L_base and 3 other fields | High correlation |
MIN_base is highly overall correlated with FG3A and 5 other fields | High correlation |
FGM_base is highly overall correlated with FG3A and 4 other fields | High correlation |
FGA_base is highly overall correlated with FG3A and 4 other fields | High correlation |
FG3M is highly overall correlated with FG3A and 4 other fields | High correlation |
FG3A is highly overall correlated with FG3M and 5 other fields | High correlation |
FG3_PCT is highly overall correlated with FG3A and 1 other fields | High correlation |
FTM is highly overall correlated with FG3A and 3 other fields | High correlation |
TEAM_ID_base is highly overall correlated with TEAM_ABBREVIATION_adv and 1 other fields | High correlation |
FG_PCT_base is highly overall correlated with FG3_PCT | High correlation |
TEAM_ABBREVIATION_base is highly overall correlated with TEAM_ABBREVIATION_adv and 2 other fields | High correlation |
TEAM_ABBREVIATION_adv is highly overall correlated with TEAM_ABBREVIATION_base and 2 other fields | High correlation |
TEAM_ID_base is uniformly distributed | Uniform |
TEAM_ABBREVIATION_base is uniformly distributed | Uniform |
TEAM_ABBREVIATION_adv is uniformly distributed | Uniform |
PLAYER_ID has unique values | Unique |
PLAYER_NAME has unique values | Unique |
FG3M has 46 (9.8%) zeros | Zeros |
FG3A has 24 (5.1%) zeros | Zeros |
FG3_PCT has 37 (7.9%) zeros | Zeros |
FTM has 6 (1.3%) zeros | Zeros |
Reproduction
| Analysis started | 2025-12-12 01:33:32.835712 |
|---|---|
| Analysis finished | 2025-12-12 01:33:44.682531 |
| Duration | 11.85 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
PLAYER_ID
Real number (ℝ)
High correlation Unique
| Distinct | 468 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1393503.9 |
| Minimum | 2544 |
|---|---|
| Maximum | 1642419 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 2544 |
|---|---|
| 5-th percentile | 202682.05 |
| Q1 | 1627871 |
| median | 1630165 |
| Q3 | 1631121.8 |
| 95-th percentile | 1642271.6 |
| Maximum | 1642419 |
| Range | 1639875 |
| Interquartile range (IQR) | 3250.75 |
Descriptive statistics
| Standard deviation | 534862.63 |
|---|---|
| Coefficient of variation (CV) | 0.38382571 |
| Kurtosis | 1.2344472 |
| Mean | 1393503.9 |
| Median Absolute Deviation (MAD) | 1699.5 |
| Skewness | -1.7958911 |
| Sum | 6.5215982 × 108 |
| Variance | 2.8607803 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 203932 | 1 | 0.2% |
| 1628988 | 1 | 0.2% |
| 1630174 | 1 | 0.2% |
| 1630598 | 1 | 0.2% |
| 1641737 | 1 | 0.2% |
| 1642349 | 1 | 0.2% |
| 1631260 | 1 | 0.2% |
| 1642358 | 1 | 0.2% |
| 1630639 | 1 | 0.2% |
| 202692 | 1 | 0.2% |
| Other values (458) | 458 |
| Value | Count | Frequency (%) |
| 2544 | 1 | |
| 101108 | 1 | |
| 200768 | 1 | |
| 200782 | 1 | |
| 201142 | 1 | |
| 201143 | 1 | |
| 201144 | 1 | |
| 201145 | 1 | |
| 201566 | 1 | |
| 201567 | 1 |
| Value | Count | Frequency (%) |
| 1642419 | 1 | |
| 1642403 | 1 | |
| 1642382 | 1 | |
| 1642377 | 1 | |
| 1642367 | 1 | |
| 1642366 | 1 | |
| 1642359 | 1 | |
| 1642358 | 1 | |
| 1642355 | 1 | |
| 1642353 | 1 |
TEAM_ID_base
Real number (ℝ)
High correlation Uniform
| Distinct | 30 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6106128 × 109 |
| Minimum | 1.6106127 × 109 |
|---|---|
| Maximum | 1.6106128 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 1.6106127 × 109 |
|---|---|
| 5-th percentile | 1.6106127 × 109 |
| Q1 | 1.6106127 × 109 |
| median | 1.6106128 × 109 |
| Q3 | 1.6106128 × 109 |
| 95-th percentile | 1.6106128 × 109 |
| Maximum | 1.6106128 × 109 |
| Range | 29 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.6182789 |
|---|---|
| Coefficient of variation (CV) | 5.3509317 × 10-9 |
| Kurtosis | -1.1889699 |
| Mean | 1.6106128 × 109 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.010583617 |
| Sum | 7.5376677 × 1011 |
| Variance | 74.274731 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 1610612755 | 18 | 3.8% |
| 1610612764 | 17 | 3.6% |
| 1610612757 | 17 | 3.6% |
| 1610612741 | 17 | 3.6% |
| 1610612740 | 17 | 3.6% |
| 1610612750 | 17 | 3.6% |
| 1610612747 | 16 | 3.4% |
| 1610612746 | 16 | 3.4% |
| 1610612748 | 16 | 3.4% |
| 1610612761 | 16 | 3.4% |
| Other values (20) | 301 |
| Value | Count | Frequency (%) |
| 1610612737 | 15 | |
| 1610612738 | 14 | |
| 1610612739 | 14 | |
| 1610612740 | 17 | |
| 1610612741 | 17 | |
| 1610612742 | 15 | |
| 1610612743 | 14 | |
| 1610612744 | 14 | |
| 1610612745 | 16 | |
| 1610612746 | 16 |
| Value | Count | Frequency (%) |
| 1610612766 | 16 | |
| 1610612765 | 15 | |
| 1610612764 | 17 | |
| 1610612763 | 16 | |
| 1610612762 | 15 | |
| 1610612761 | 16 | |
| 1610612760 | 15 | |
| 1610612759 | 15 | |
| 1610612758 | 15 | |
| 1610612757 | 17 |
AGE_base
Real number (ℝ)
High correlation
| Distinct | 22 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.566239 |
| Minimum | 19 |
|---|---|
| Maximum | 40 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 23 |
| median | 26 |
| Q3 | 29 |
| 95-th percentile | 35 |
| Maximum | 40 |
| Range | 21 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.4957621 |
|---|---|
| Coefficient of variation (CV) | 0.1692284 |
| Kurtosis | 0.017017101 |
| Mean | 26.566239 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.70667839 |
| Sum | 12433 |
| Variance | 20.211877 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 24 | 54 | |
| 22 | 40 | 8.5% |
| 23 | 39 | 8.3% |
| 25 | 39 | 8.3% |
| 27 | 37 | 7.9% |
| 26 | 36 | 7.7% |
| 28 | 33 | 7.1% |
| 29 | 31 | 6.6% |
| 21 | 29 | 6.2% |
| 32 | 20 | 4.3% |
| Other values (12) | 110 |
| Value | Count | Frequency (%) |
| 19 | 5 | 1.1% |
| 20 | 17 | 3.6% |
| 21 | 29 | |
| 22 | 40 | |
| 23 | 39 | |
| 24 | 54 | |
| 25 | 39 | |
| 26 | 36 | |
| 27 | 37 | |
| 28 | 33 |
| Value | Count | Frequency (%) |
| 40 | 4 | 0.9% |
| 39 | 3 | 0.6% |
| 38 | 2 | 0.4% |
| 37 | 4 | 0.9% |
| 36 | 7 | 1.5% |
| 35 | 10 | |
| 34 | 8 | 1.7% |
| 33 | 16 | |
| 32 | 20 | |
| 31 | 20 |
GP_base
Real number (ℝ)
High correlation
| Distinct | 79 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.40812 |
| Minimum | 1 |
|---|---|
| Maximum | 82 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 15.35 |
| Q1 | 39.75 |
| median | 57 |
| Q3 | 70.25 |
| 95-th percentile | 79 |
| Maximum | 82 |
| Range | 81 |
| Interquartile range (IQR) | 30.5 |
Descriptive statistics
| Standard deviation | 20.143226 |
|---|---|
| Coefficient of variation (CV) | 0.37715663 |
| Kurtosis | -0.6181715 |
| Mean | 53.40812 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.5798189 |
| Sum | 24995 |
| Variance | 405.74957 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 64 | 15 | 3.2% |
| 74 | 15 | 3.2% |
| 57 | 14 | 3.0% |
| 72 | 13 | 2.8% |
| 60 | 12 | 2.6% |
| 79 | 12 | 2.6% |
| 75 | 12 | 2.6% |
| 82 | 11 | 2.4% |
| 70 | 11 | 2.4% |
| 46 | 11 | 2.4% |
| Other values (69) | 342 |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.2% |
| 3 | 2 | 0.4% |
| 4 | 1 | 0.2% |
| 5 | 1 | 0.2% |
| 6 | 1 | 0.2% |
| 8 | 2 | 0.4% |
| 9 | 3 | |
| 10 | 1 | 0.2% |
| 12 | 2 | 0.4% |
| 13 | 5 |
| Value | Count | Frequency (%) |
| 82 | 11 | |
| 81 | 4 | 0.9% |
| 80 | 7 | |
| 79 | 12 | |
| 78 | 8 | |
| 77 | 8 | |
| 76 | 8 | |
| 75 | 12 | |
| 74 | 15 | |
| 73 | 9 |
W_base
Real number (ℝ)
High correlation
| Distinct | 63 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.99359 |
| Minimum | 0 |
|---|---|
| Maximum | 64 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 15 |
| median | 27 |
| Q3 | 38 |
| 95-th percentile | 49.65 |
| Maximum | 64 |
| Range | 64 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 14.425396 |
|---|---|
| Coefficient of variation (CV) | 0.53440078 |
| Kurtosis | -0.81610207 |
| Mean | 26.99359 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.20701286 |
| Sum | 12633 |
| Variance | 208.09204 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21 | 16 | 3.4% |
| 30 | 16 | 3.4% |
| 14 | 15 | 3.2% |
| 38 | 14 | 3.0% |
| 44 | 13 | 2.8% |
| 17 | 13 | 2.8% |
| 10 | 13 | 2.8% |
| 36 | 13 | 2.8% |
| 33 | 13 | 2.8% |
| 11 | 12 | 2.6% |
| Other values (53) | 330 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 1 | 3 | 0.6% |
| 2 | 3 | 0.6% |
| 3 | 5 | |
| 4 | 5 | |
| 5 | 3 | 0.6% |
| 6 | 10 | |
| 7 | 10 | |
| 8 | 8 | |
| 9 | 9 |
| Value | Count | Frequency (%) |
| 64 | 1 | 0.2% |
| 63 | 2 | 0.4% |
| 62 | 1 | 0.2% |
| 60 | 1 | 0.2% |
| 59 | 1 | 0.2% |
| 58 | 3 | |
| 57 | 1 | 0.2% |
| 55 | 5 | |
| 54 | 1 | 0.2% |
| 53 | 2 | 0.4% |
L_base
Real number (ℝ)
High correlation
| Distinct | 57 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.41453 |
| Minimum | 0 |
|---|---|
| Maximum | 64 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 17 |
| median | 26 |
| Q3 | 35 |
| 95-th percentile | 48 |
| Maximum | 64 |
| Range | 64 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 12.687614 |
|---|---|
| Coefficient of variation (CV) | 0.48032708 |
| Kurtosis | -0.3864499 |
| Mean | 26.41453 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.21052575 |
| Sum | 12362 |
| Variance | 160.97555 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 29 | 21 | 4.5% |
| 26 | 19 | 4.1% |
| 21 | 18 | 3.8% |
| 31 | 17 | 3.6% |
| 39 | 17 | 3.6% |
| 19 | 16 | 3.4% |
| 25 | 15 | 3.2% |
| 32 | 15 | 3.2% |
| 27 | 15 | 3.2% |
| 18 | 13 | 2.8% |
| Other values (47) | 302 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 2 | 5 | |
| 3 | 5 | |
| 4 | 6 | |
| 5 | 3 | 0.6% |
| 6 | 7 | |
| 7 | 9 | |
| 8 | 3 | 0.6% |
| 9 | 3 | 0.6% |
| 10 | 9 |
| Value | Count | Frequency (%) |
| 64 | 1 | 0.2% |
| 59 | 1 | 0.2% |
| 58 | 1 | 0.2% |
| 57 | 3 | |
| 56 | 1 | 0.2% |
| 54 | 6 | |
| 53 | 2 | 0.4% |
| 51 | 2 | 0.4% |
| 50 | 1 | 0.2% |
| 49 | 4 |
W_PCT_base
Real number (ℝ)
High correlation
| Distinct | 286 |
|---|---|
| Distinct (%) | 61.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49688889 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.20175 |
| Q1 | 0.37075 |
| median | 0.5 |
| Q3 | 0.615 |
| 95-th percentile | 0.78665 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.24425 |
Descriptive statistics
| Standard deviation | 0.173519 |
|---|---|
| Coefficient of variation (CV) | 0.34921087 |
| Kurtosis | -0.44006528 |
| Mean | 0.49688889 |
| Median Absolute Deviation (MAD) | 0.12 |
| Skewness | -0.062522354 |
| Sum | 232.544 |
| Variance | 0.030108844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.5 | 13 | 2.8% |
| 0.588 | 7 | 1.5% |
| 0.608 | 6 | 1.3% |
| 0.25 | 6 | 1.3% |
| 0.457 | 6 | 1.3% |
| 0.6 | 5 | 1.1% |
| 0.625 | 5 | 1.1% |
| 0.603 | 4 | 0.9% |
| 0.543 | 4 | 0.9% |
| 0.455 | 4 | 0.9% |
| Other values (276) | 408 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.1 | 1 | |
| 0.118 | 2 | |
| 0.125 | 1 | |
| 0.136 | 1 | |
| 0.137 | 1 | |
| 0.15 | 1 | |
| 0.154 | 1 | |
| 0.158 | 1 | |
| 0.18 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.906 | 1 | |
| 0.871 | 1 | |
| 0.861 | 1 | |
| 0.86 | 1 | |
| 0.851 | 2 | |
| 0.846 | 1 | |
| 0.841 | 1 | |
| 0.833 | 1 | |
| 0.829 | 1 |
MIN_base
Real number (ℝ)
High correlation
| Distinct | 247 |
|---|---|
| Distinct (%) | 52.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.371581 |
| Minimum | 1.8 |
|---|---|
| Maximum | 37.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 1.8 |
|---|---|
| 5-th percentile | 6.27 |
| Q1 | 14.6 |
| median | 21.35 |
| Q3 | 28.6 |
| 95-th percentile | 35 |
| Maximum | 37.7 |
| Range | 35.9 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 8.9228902 |
|---|---|
| Coefficient of variation (CV) | 0.41751194 |
| Kurtosis | -0.96762719 |
| Mean | 21.371581 |
| Median Absolute Deviation (MAD) | 7.05 |
| Skewness | -0.13805728 |
| Sum | 10001.9 |
| Variance | 79.61797 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 18.8 | 7 | 1.5% |
| 24.3 | 5 | 1.1% |
| 15.6 | 5 | 1.1% |
| 12.4 | 5 | 1.1% |
| 15 | 5 | 1.1% |
| 25.9 | 5 | 1.1% |
| 21.2 | 5 | 1.1% |
| 17.6 | 4 | 0.9% |
| 14.6 | 4 | 0.9% |
| 27.1 | 4 | 0.9% |
| Other values (237) | 419 |
| Value | Count | Frequency (%) |
| 1.8 | 1 | 0.2% |
| 2.4 | 1 | 0.2% |
| 2.5 | 1 | 0.2% |
| 3.1 | 1 | 0.2% |
| 3.6 | 1 | 0.2% |
| 3.9 | 2 | |
| 4.4 | 3 | |
| 4.5 | 2 | |
| 4.6 | 1 | 0.2% |
| 5 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 37.7 | 1 | 0.2% |
| 37.6 | 1 | 0.2% |
| 37.3 | 1 | 0.2% |
| 37 | 1 | 0.2% |
| 36.7 | 1 | 0.2% |
| 36.6 | 1 | 0.2% |
| 36.5 | 1 | 0.2% |
| 36.4 | 1 | 0.2% |
| 36.3 | 1 | 0.2% |
| 36.1 | 4 |
FGM_base
Real number (ℝ)
High correlation
| Distinct | 95 |
|---|---|
| Distinct (%) | 20.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6811966 |
| Minimum | 0 |
|---|---|
| Maximum | 11.8 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.8 |
| Q1 | 1.9 |
| median | 3.2 |
| Q3 | 5 |
| 95-th percentile | 8.4 |
| Maximum | 11.8 |
| Range | 11.8 |
| Interquartile range (IQR) | 3.1 |
Descriptive statistics
| Standard deviation | 2.3431409 |
|---|---|
| Coefficient of variation (CV) | 0.63651611 |
| Kurtosis | 0.18941922 |
| Mean | 3.6811966 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 0.88291163 |
| Sum | 1722.8 |
| Variance | 5.4903095 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.6 | 15 | 3.2% |
| 2.4 | 14 | 3.0% |
| 2.5 | 14 | 3.0% |
| 0.8 | 13 | 2.8% |
| 1.3 | 13 | 2.8% |
| 3.2 | 13 | 2.8% |
| 1.9 | 13 | 2.8% |
| 3.3 | 12 | 2.6% |
| 2.3 | 11 | 2.4% |
| 1.4 | 10 | 2.1% |
| Other values (85) | 340 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 0.2 | 2 | 0.4% |
| 0.3 | 3 | 0.6% |
| 0.4 | 2 | 0.4% |
| 0.5 | 3 | 0.6% |
| 0.6 | 4 | 0.9% |
| 0.7 | 6 | |
| 0.8 | 13 | |
| 0.9 | 4 | 0.9% |
| 1 | 3 | 0.6% |
| Value | Count | Frequency (%) |
| 11.8 | 1 | 0.2% |
| 11.3 | 1 | 0.2% |
| 11.2 | 1 | 0.2% |
| 9.8 | 1 | 0.2% |
| 9.6 | 1 | 0.2% |
| 9.5 | 1 | 0.2% |
| 9.3 | 1 | 0.2% |
| 9.2 | 4 | |
| 9.1 | 1 | 0.2% |
| 9 | 3 |
FGA_base
Real number (ℝ)
High correlation
| Distinct | 168 |
|---|---|
| Distinct (%) | 35.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.9113248 |
| Minimum | 0 |
|---|---|
| Maximum | 21.8 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.735 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10.6 |
| 95-th percentile | 17.965 |
| Maximum | 21.8 |
| Range | 21.8 |
| Interquartile range (IQR) | 6.6 |
Descriptive statistics
| Standard deviation | 4.8859432 |
|---|---|
| Coefficient of variation (CV) | 0.6175885 |
| Kurtosis | -0.099309879 |
| Mean | 7.9113248 |
| Median Absolute Deviation (MAD) | 3.2 |
| Skewness | 0.81744696 |
| Sum | 3702.5 |
| Variance | 23.872441 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.3 | 10 | 2.1% |
| 7.6 | 9 | 1.9% |
| 4.8 | 8 | 1.7% |
| 3.2 | 8 | 1.7% |
| 4.6 | 7 | 1.5% |
| 5 | 7 | 1.5% |
| 7.1 | 7 | 1.5% |
| 5.1 | 7 | 1.5% |
| 7.5 | 6 | 1.3% |
| 5.9 | 6 | 1.3% |
| Other values (158) | 393 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 0.3 | 1 | 0.2% |
| 0.9 | 1 | 0.2% |
| 1.1 | 2 | 0.4% |
| 1.2 | 4 | |
| 1.3 | 4 | |
| 1.4 | 2 | 0.4% |
| 1.5 | 2 | 0.4% |
| 1.6 | 5 | |
| 1.7 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 21.8 | 1 | |
| 21.3 | 1 | |
| 21 | 1 | |
| 20.8 | 1 | |
| 20.5 | 1 | |
| 20.4 | 1 | |
| 20.3 | 1 | |
| 19.8 | 1 | |
| 19.7 | 1 | |
| 19.5 | 1 |
FG_PCT_base
Real number (ℝ)
High correlation
| Distinct | 214 |
|---|---|
| Distinct (%) | 45.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.46324359 |
| Minimum | 0 |
|---|---|
| Maximum | 0.798 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.35735 |
| Q1 | 0.421 |
| median | 0.454 |
| Q3 | 0.49725 |
| 95-th percentile | 0.6249 |
| Maximum | 0.798 |
| Range | 0.798 |
| Interquartile range (IQR) | 0.07625 |
Descriptive statistics
| Standard deviation | 0.081780641 |
|---|---|
| Coefficient of variation (CV) | 0.17653918 |
| Kurtosis | 3.5693376 |
| Mean | 0.46324359 |
| Median Absolute Deviation (MAD) | 0.0375 |
| Skewness | 0.29493209 |
| Sum | 216.798 |
| Variance | 0.0066880733 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.448 | 8 | 1.7% |
| 0.458 | 8 | 1.7% |
| 0.477 | 7 | 1.5% |
| 0.406 | 7 | 1.5% |
| 0.5 | 6 | 1.3% |
| 0.429 | 6 | 1.3% |
| 0.438 | 6 | 1.3% |
| 0.391 | 6 | 1.3% |
| 0.424 | 5 | 1.1% |
| 0.444 | 5 | 1.1% |
| Other values (204) | 404 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.192 | 1 | |
| 0.222 | 1 | |
| 0.245 | 1 | |
| 0.261 | 1 | |
| 0.286 | 1 | |
| 0.289 | 1 | |
| 0.292 | 1 | |
| 0.3 | 2 | |
| 0.313 | 1 |
| Value | Count | Frequency (%) |
| 0.798 | 1 | |
| 0.722 | 1 | |
| 0.706 | 1 | |
| 0.703 | 1 | |
| 0.702 | 2 | |
| 0.692 | 2 | |
| 0.689 | 1 | |
| 0.677 | 1 | |
| 0.669 | 1 | |
| 0.668 | 1 |
FG3M
Real number (ℝ)
High correlation Zeros
| Distinct | 40 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1858974 |
| Minimum | 0 |
|---|---|
| Maximum | 4.4 |
| Zeros | 46 |
| Zeros (%) | 9.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.4 |
| median | 1.1 |
| Q3 | 1.8 |
| 95-th percentile | 2.9 |
| Maximum | 4.4 |
| Range | 4.4 |
| Interquartile range (IQR) | 1.4 |
Descriptive statistics
| Standard deviation | 0.91600908 |
|---|---|
| Coefficient of variation (CV) | 0.77241847 |
| Kurtosis | 0.032346063 |
| Mean | 1.1858974 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 0.70596654 |
| Sum | 555 |
| Variance | 0.83907264 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 0 | 46 | 9.8% |
| 0.3 | 28 | 6.0% |
| 1.7 | 26 | 5.6% |
| 1.1 | 24 | 5.1% |
| 0.2 | 23 | 4.9% |
| 1.2 | 21 | 4.5% |
| 1 | 20 | 4.3% |
| 0.4 | 19 | 4.1% |
| 0.5 | 17 | 3.6% |
| 0.7 | 17 | 3.6% |
| Other values (30) | 227 |
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 0.1 | 12 | 2.6% |
| 0.2 | 23 | |
| 0.3 | 28 | |
| 0.4 | 19 | |
| 0.5 | 17 | 3.6% |
| 0.6 | 16 | 3.4% |
| 0.7 | 17 | 3.6% |
| 0.8 | 16 | 3.4% |
| 0.9 | 14 | 3.0% |
| Value | Count | Frequency (%) |
| 4.4 | 1 | 0.2% |
| 4.1 | 1 | 0.2% |
| 3.9 | 2 | 0.4% |
| 3.8 | 1 | 0.2% |
| 3.5 | 4 | |
| 3.4 | 1 | 0.2% |
| 3.3 | 2 | 0.4% |
| 3.2 | 2 | 0.4% |
| 3.1 | 4 | |
| 3 | 5 |
FG3A
Real number (ℝ)
High correlation Zeros
| Distinct | 95 |
|---|---|
| Distinct (%) | 20.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3138889 |
| Minimum | 0 |
|---|---|
| Maximum | 11.2 |
| Zeros | 24 |
| Zeros (%) | 5.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.035 |
| Q1 | 1.2 |
| median | 3.1 |
| Q3 | 4.9 |
| 95-th percentile | 7.765 |
| Maximum | 11.2 |
| Range | 11.2 |
| Interquartile range (IQR) | 3.7 |
Descriptive statistics
| Standard deviation | 2.3964283 |
|---|---|
| Coefficient of variation (CV) | 0.72314686 |
| Kurtosis | 0.055128799 |
| Mean | 3.3138889 |
| Median Absolute Deviation (MAD) | 1.8 |
| Skewness | 0.66833336 |
| Sum | 1550.9 |
| Variance | 5.7428688 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 24 | 5.1% |
| 3.6 | 15 | 3.2% |
| 1 | 14 | 3.0% |
| 0.1 | 13 | 2.8% |
| 3.1 | 11 | 2.4% |
| 1.1 | 11 | 2.4% |
| 0.6 | 10 | 2.1% |
| 0.9 | 10 | 2.1% |
| 1.7 | 10 | 2.1% |
| 5.9 | 10 | 2.1% |
| Other values (85) | 340 |
| Value | Count | Frequency (%) |
| 0 | 24 | |
| 0.1 | 13 | |
| 0.2 | 4 | 0.9% |
| 0.3 | 6 | 1.3% |
| 0.4 | 6 | 1.3% |
| 0.5 | 2 | 0.4% |
| 0.6 | 10 | |
| 0.7 | 4 | 0.9% |
| 0.8 | 7 | 1.5% |
| 0.9 | 10 |
| Value | Count | Frequency (%) |
| 11.2 | 2 | |
| 10.9 | 1 | |
| 10.3 | 1 | |
| 10.1 | 1 | |
| 9.6 | 1 | |
| 9.3 | 1 | |
| 9.2 | 1 | |
| 9.1 | 2 | |
| 9 | 1 | |
| 8.9 | 1 |
FG3_PCT
Real number (ℝ)
High correlation Zeros
| Distinct | 182 |
|---|---|
| Distinct (%) | 38.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31764744 |
| Minimum | 0 |
|---|---|
| Maximum | 0.667 |
| Zeros | 37 |
| Zeros (%) | 7.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.295 |
| median | 0.345 |
| Q3 | 0.38125 |
| 95-th percentile | 0.431 |
| Maximum | 0.667 |
| Range | 0.667 |
| Interquartile range (IQR) | 0.08625 |
Descriptive statistics
| Standard deviation | 0.11192106 |
|---|---|
| Coefficient of variation (CV) | 0.35234365 |
| Kurtosis | 2.8139843 |
| Mean | 0.31764744 |
| Median Absolute Deviation (MAD) | 0.0405 |
| Skewness | -1.6480451 |
| Sum | 148.659 |
| Variance | 0.012526323 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 37 | 7.9% |
| 0.333 | 8 | 1.7% |
| 0.4 | 7 | 1.5% |
| 0.365 | 6 | 1.3% |
| 0.363 | 6 | 1.3% |
| 0.353 | 6 | 1.3% |
| 0.397 | 6 | 1.3% |
| 0.368 | 6 | 1.3% |
| 0.311 | 6 | 1.3% |
| 0.324 | 6 | 1.3% |
| Other values (172) | 374 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 0.059 | 1 | 0.2% |
| 0.107 | 1 | 0.2% |
| 0.15 | 1 | 0.2% |
| 0.154 | 1 | 0.2% |
| 0.156 | 1 | 0.2% |
| 0.158 | 1 | 0.2% |
| 0.176 | 1 | 0.2% |
| 0.188 | 1 | 0.2% |
| 0.2 | 3 | 0.6% |
| Value | Count | Frequency (%) |
| 0.667 | 1 | 0.2% |
| 0.565 | 1 | 0.2% |
| 0.5 | 4 | |
| 0.456 | 1 | 0.2% |
| 0.447 | 1 | 0.2% |
| 0.446 | 2 | |
| 0.439 | 2 | |
| 0.438 | 2 | |
| 0.437 | 1 | 0.2% |
| 0.436 | 2 |
FTM
Real number (ℝ)
High correlation Zeros
| Distinct | 59 |
|---|---|
| Distinct (%) | 12.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5049145 |
| Minimum | 0 |
|---|---|
| Maximum | 7.9 |
| Zeros | 6 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.6 |
| median | 1 |
| Q3 | 1.9 |
| 95-th percentile | 4.465 |
| Maximum | 7.9 |
| Range | 7.9 |
| Interquartile range (IQR) | 1.3 |
Descriptive statistics
| Standard deviation | 1.4023372 |
|---|---|
| Coefficient of variation (CV) | 0.93183845 |
| Kurtosis | 3.1263202 |
| Mean | 1.5049145 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 1.7363551 |
| Sum | 704.3 |
| Variance | 1.9665497 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.8 | 34 | 7.3% |
| 0.6 | 33 | 7.1% |
| 0.7 | 28 | 6.0% |
| 0.4 | 27 | 5.8% |
| 1.1 | 25 | 5.3% |
| 0.5 | 24 | 5.1% |
| 0.3 | 23 | 4.9% |
| 1.4 | 21 | 4.5% |
| 0.2 | 19 | 4.1% |
| 1 | 16 | 3.4% |
| Other values (49) | 218 |
| Value | Count | Frequency (%) |
| 0 | 6 | 1.3% |
| 0.1 | 13 | 2.8% |
| 0.2 | 19 | |
| 0.3 | 23 | |
| 0.4 | 27 | |
| 0.5 | 24 | |
| 0.6 | 33 | |
| 0.7 | 28 | |
| 0.8 | 34 | |
| 0.9 | 12 | 2.6% |
| Value | Count | Frequency (%) |
| 7.9 | 1 | |
| 7.8 | 1 | |
| 6.5 | 2 | |
| 6.4 | 1 | |
| 6.2 | 2 | |
| 6.1 | 1 | |
| 6 | 1 | |
| 5.8 | 1 | |
| 5.7 | 1 | |
| 5.6 | 1 |
PLAYER_NAME
Text
Unique
| Distinct | 468 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.2 KiB |
Length
| Max length | 24 |
|---|---|
| Median length | 21 |
| Mean length | 13.15812 |
| Min length | 7 |
Unique
| Unique | 468 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Aaron Gordon |
|---|---|
| 2nd row | Aaron Holiday |
| 3rd row | Aaron Nesmith |
| 4th row | Aaron Wiggins |
| 5th row | Adem Bona |
| Value | Count | Frequency (%) |
| jr | 20 | 2.1% |
| williams | 11 | 1.1% |
| jalen | 11 | 1.1% |
| jordan | 8 | 0.8% |
| jones | 8 | 0.8% |
| johnson | 7 | 0.7% |
| green | 6 | 0.6% |
| josh | 6 | 0.6% |
| isaiah | 5 | 0.5% |
| iii | 5 | 0.5% |
| Other values (708) | 881 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 529 | 8.6% |
| e | 516 | 8.4% |
| 500 | 8.1% | |
| n | 474 | 7.7% |
| r | 396 | 6.4% |
| o | 391 | 6.3% |
| i | 357 | 5.8% |
| l | 296 | 4.8% |
| s | 251 | 4.1% |
| t | 187 | 3.0% |
| Other values (46) | 2261 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6158 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 529 | 8.6% |
| e | 516 | 8.4% |
| 500 | 8.1% | |
| n | 474 | 7.7% |
| r | 396 | 6.4% |
| o | 391 | 6.3% |
| i | 357 | 5.8% |
| l | 296 | 4.8% |
| s | 251 | 4.1% |
| t | 187 | 3.0% |
| Other values (46) | 2261 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6158 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 529 | 8.6% |
| e | 516 | 8.4% |
| 500 | 8.1% | |
| n | 474 | 7.7% |
| r | 396 | 6.4% |
| o | 391 | 6.3% |
| i | 357 | 5.8% |
| l | 296 | 4.8% |
| s | 251 | 4.1% |
| t | 187 | 3.0% |
| Other values (46) | 2261 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6158 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 529 | 8.6% |
| e | 516 | 8.4% |
| 500 | 8.1% | |
| n | 474 | 7.7% |
| r | 396 | 6.4% |
| o | 391 | 6.3% |
| i | 357 | 5.8% |
| l | 296 | 4.8% |
| s | 251 | 4.1% |
| t | 187 | 3.0% |
| Other values (46) | 2261 |
NICKNAME_base
Text
| Distinct | 353 |
|---|---|
| Distinct (%) | 75.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 28.7 KiB |
Length
| Max length | 15 |
|---|---|
| Median length | 10 |
| Mean length | 5.3461538 |
| Min length | 2 |
Unique
| Unique | 289 ? |
|---|---|
| Unique (%) | 61.8% |
Sample
| 1st row | Aaron |
|---|---|
| 2nd row | Aaron |
| 3rd row | Aaron |
| 4th row | Aaron |
| 5th row | Adem |
| Value | Count | Frequency (%) |
| jalen | 11 | 2.4% |
| jordan | 7 | 1.5% |
| josh | 6 | 1.3% |
| isaiah | 5 | 1.1% |
| kevin | 5 | 1.1% |
| brandon | 4 | 0.9% |
| aaron | 4 | 0.9% |
| cam | 4 | 0.9% |
| chris | 4 | 0.9% |
| jaden | 4 | 0.9% |
| Other values (342) | 414 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 274 | 11.0% |
| e | 248 | 9.9% |
| n | 226 | 9.0% |
| o | 165 | 6.6% |
| r | 161 | 6.4% |
| i | 147 | 5.9% |
| l | 116 | 4.6% |
| J | 101 | 4.0% |
| s | 88 | 3.5% |
| y | 83 | 3.3% |
| Other values (47) | 893 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2502 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 274 | 11.0% |
| e | 248 | 9.9% |
| n | 226 | 9.0% |
| o | 165 | 6.6% |
| r | 161 | 6.4% |
| i | 147 | 5.9% |
| l | 116 | 4.6% |
| J | 101 | 4.0% |
| s | 88 | 3.5% |
| y | 83 | 3.3% |
| Other values (47) | 893 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2502 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 274 | 11.0% |
| e | 248 | 9.9% |
| n | 226 | 9.0% |
| o | 165 | 6.6% |
| r | 161 | 6.4% |
| i | 147 | 5.9% |
| l | 116 | 4.6% |
| J | 101 | 4.0% |
| s | 88 | 3.5% |
| y | 83 | 3.3% |
| Other values (47) | 893 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2502 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 274 | 11.0% |
| e | 248 | 9.9% |
| n | 226 | 9.0% |
| o | 165 | 6.6% |
| r | 161 | 6.4% |
| i | 147 | 5.9% |
| l | 116 | 4.6% |
| J | 101 | 4.0% |
| s | 88 | 3.5% |
| y | 83 | 3.3% |
| Other values (47) | 893 |
TEAM_ABBREVIATION_base
Categorical
High correlation Uniform
| Distinct | 30 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.6 KiB |
| PHI | 18 |
|---|---|
| WAS | 17 |
| POR | 17 |
| CHI | 17 |
| NOP | 17 |
| Other values (25) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DEN |
|---|---|
| 2nd row | HOU |
| 3rd row | IND |
| 4th row | OKC |
| 5th row | PHI |
Common Values
| Value | Count | Frequency (%) |
| PHI | 18 | 3.8% |
| WAS | 17 | 3.6% |
| POR | 17 | 3.6% |
| CHI | 17 | 3.6% |
| NOP | 17 | 3.6% |
| MIN | 17 | 3.6% |
| LAL | 16 | 3.4% |
| LAC | 16 | 3.4% |
| MIA | 16 | 3.4% |
| TOR | 16 | 3.4% |
| Other values (20) | 301 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| phi | 18 | 3.8% |
| was | 17 | 3.6% |
| por | 17 | 3.6% |
| chi | 17 | 3.6% |
| nop | 17 | 3.6% |
| min | 17 | 3.6% |
| lal | 16 | 3.4% |
| lac | 16 | 3.4% |
| mia | 16 | 3.4% |
| tor | 16 | 3.4% |
| Other values (20) | 301 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 156 | 11.1% |
| L | 122 | 8.7% |
| O | 109 | 7.8% |
| I | 100 | 7.1% |
| N | 95 | 6.8% |
| C | 93 | 6.6% |
| S | 90 | 6.4% |
| H | 82 | 5.8% |
| M | 81 | 5.8% |
| P | 67 | 4.8% |
| Other values (11) | 409 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1404 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 156 | 11.1% |
| L | 122 | 8.7% |
| O | 109 | 7.8% |
| I | 100 | 7.1% |
| N | 95 | 6.8% |
| C | 93 | 6.6% |
| S | 90 | 6.4% |
| H | 82 | 5.8% |
| M | 81 | 5.8% |
| P | 67 | 4.8% |
| Other values (11) | 409 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1404 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 156 | 11.1% |
| L | 122 | 8.7% |
| O | 109 | 7.8% |
| I | 100 | 7.1% |
| N | 95 | 6.8% |
| C | 93 | 6.6% |
| S | 90 | 6.4% |
| H | 82 | 5.8% |
| M | 81 | 5.8% |
| P | 67 | 4.8% |
| Other values (11) | 409 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1404 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 156 | 11.1% |
| L | 122 | 8.7% |
| O | 109 | 7.8% |
| I | 100 | 7.1% |
| N | 95 | 6.8% |
| C | 93 | 6.6% |
| S | 90 | 6.4% |
| H | 82 | 5.8% |
| M | 81 | 5.8% |
| P | 67 | 4.8% |
| Other values (11) | 409 |
NICKNAME_adv
Text
| Distinct | 353 |
|---|---|
| Distinct (%) | 75.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 28.7 KiB |
Length
| Max length | 15 |
|---|---|
| Median length | 10 |
| Mean length | 5.3461538 |
| Min length | 2 |
Unique
| Unique | 289 ? |
|---|---|
| Unique (%) | 61.8% |
Sample
| 1st row | Aaron |
|---|---|
| 2nd row | Aaron |
| 3rd row | Aaron |
| 4th row | Aaron |
| 5th row | Adem |
| Value | Count | Frequency (%) |
| jalen | 11 | 2.4% |
| jordan | 7 | 1.5% |
| josh | 6 | 1.3% |
| isaiah | 5 | 1.1% |
| kevin | 5 | 1.1% |
| brandon | 4 | 0.9% |
| aaron | 4 | 0.9% |
| cam | 4 | 0.9% |
| chris | 4 | 0.9% |
| jaden | 4 | 0.9% |
| Other values (342) | 414 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 274 | 11.0% |
| e | 248 | 9.9% |
| n | 226 | 9.0% |
| o | 165 | 6.6% |
| r | 161 | 6.4% |
| i | 147 | 5.9% |
| l | 116 | 4.6% |
| J | 101 | 4.0% |
| s | 88 | 3.5% |
| y | 83 | 3.3% |
| Other values (47) | 893 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2502 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 274 | 11.0% |
| e | 248 | 9.9% |
| n | 226 | 9.0% |
| o | 165 | 6.6% |
| r | 161 | 6.4% |
| i | 147 | 5.9% |
| l | 116 | 4.6% |
| J | 101 | 4.0% |
| s | 88 | 3.5% |
| y | 83 | 3.3% |
| Other values (47) | 893 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2502 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 274 | 11.0% |
| e | 248 | 9.9% |
| n | 226 | 9.0% |
| o | 165 | 6.6% |
| r | 161 | 6.4% |
| i | 147 | 5.9% |
| l | 116 | 4.6% |
| J | 101 | 4.0% |
| s | 88 | 3.5% |
| y | 83 | 3.3% |
| Other values (47) | 893 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2502 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 274 | 11.0% |
| e | 248 | 9.9% |
| n | 226 | 9.0% |
| o | 165 | 6.6% |
| r | 161 | 6.4% |
| i | 147 | 5.9% |
| l | 116 | 4.6% |
| J | 101 | 4.0% |
| s | 88 | 3.5% |
| y | 83 | 3.3% |
| Other values (47) | 893 |
TEAM_ABBREVIATION_adv
Categorical
High correlation Uniform
| Distinct | 30 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.6 KiB |
| PHI | 18 |
|---|---|
| WAS | 17 |
| POR | 17 |
| CHI | 17 |
| NOP | 17 |
| Other values (25) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DEN |
|---|---|
| 2nd row | HOU |
| 3rd row | IND |
| 4th row | OKC |
| 5th row | PHI |
Common Values
| Value | Count | Frequency (%) |
| PHI | 18 | 3.8% |
| WAS | 17 | 3.6% |
| POR | 17 | 3.6% |
| CHI | 17 | 3.6% |
| NOP | 17 | 3.6% |
| MIN | 17 | 3.6% |
| LAL | 16 | 3.4% |
| LAC | 16 | 3.4% |
| MIA | 16 | 3.4% |
| TOR | 16 | 3.4% |
| Other values (20) | 301 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| phi | 18 | 3.8% |
| was | 17 | 3.6% |
| por | 17 | 3.6% |
| chi | 17 | 3.6% |
| nop | 17 | 3.6% |
| min | 17 | 3.6% |
| lal | 16 | 3.4% |
| lac | 16 | 3.4% |
| mia | 16 | 3.4% |
| tor | 16 | 3.4% |
| Other values (20) | 301 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 156 | 11.1% |
| L | 122 | 8.7% |
| O | 109 | 7.8% |
| I | 100 | 7.1% |
| N | 95 | 6.8% |
| C | 93 | 6.6% |
| S | 90 | 6.4% |
| H | 82 | 5.8% |
| M | 81 | 5.8% |
| P | 67 | 4.8% |
| Other values (11) | 409 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1404 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 156 | 11.1% |
| L | 122 | 8.7% |
| O | 109 | 7.8% |
| I | 100 | 7.1% |
| N | 95 | 6.8% |
| C | 93 | 6.6% |
| S | 90 | 6.4% |
| H | 82 | 5.8% |
| M | 81 | 5.8% |
| P | 67 | 4.8% |
| Other values (11) | 409 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1404 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 156 | 11.1% |
| L | 122 | 8.7% |
| O | 109 | 7.8% |
| I | 100 | 7.1% |
| N | 95 | 6.8% |
| C | 93 | 6.6% |
| S | 90 | 6.4% |
| H | 82 | 5.8% |
| M | 81 | 5.8% |
| P | 67 | 4.8% |
| Other values (11) | 409 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1404 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 156 | 11.1% |
| L | 122 | 8.7% |
| O | 109 | 7.8% |
| I | 100 | 7.1% |
| N | 95 | 6.8% |
| C | 93 | 6.6% |
| S | 90 | 6.4% |
| H | 82 | 5.8% |
| M | 81 | 5.8% |
| P | 67 | 4.8% |
| Other values (11) | 409 |
Interactions
Correlations
| PLAYER_ID | TEAM_ID_base | AGE_base | GP_base | W_base | L_base | W_PCT_base | MIN_base | FGM_base | FGA_base | FG_PCT_base | FG3M | FG3A | FG3_PCT | FTM | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PLAYER_ID | 1.000 | 0.045 | -0.722 | 0.020 | 0.002 | 0.029 | -0.002 | -0.090 | -0.083 | -0.076 | 0.015 | -0.047 | -0.025 | -0.012 | -0.134 |
| TEAM_ID_base | 0.045 | 1.000 | -0.133 | -0.038 | -0.252 | 0.227 | -0.346 | 0.008 | 0.006 | 0.025 | -0.052 | -0.004 | 0.013 | -0.012 | 0.014 |
| AGE_base | -0.722 | -0.133 | 1.000 | 0.010 | 0.093 | -0.089 | 0.080 | 0.104 | 0.067 | 0.056 | 0.008 | 0.112 | 0.078 | 0.091 | 0.063 |
| GP_base | 0.020 | -0.038 | 0.010 | 1.000 | 0.779 | 0.702 | 0.131 | 0.524 | 0.392 | 0.374 | 0.179 | 0.353 | 0.339 | 0.177 | 0.249 |
| W_base | 0.002 | -0.252 | 0.093 | 0.779 | 1.000 | 0.100 | 0.669 | 0.387 | 0.326 | 0.288 | 0.180 | 0.289 | 0.257 | 0.150 | 0.204 |
| L_base | 0.029 | 0.227 | -0.089 | 0.702 | 0.100 | 1.000 | -0.552 | 0.393 | 0.253 | 0.267 | 0.079 | 0.231 | 0.245 | 0.111 | 0.162 |
| W_PCT_base | -0.002 | -0.346 | 0.080 | 0.131 | 0.669 | -0.552 | 1.000 | -0.047 | 0.020 | -0.019 | 0.074 | 0.013 | -0.018 | 0.009 | 0.008 |
| MIN_base | -0.090 | 0.008 | 0.104 | 0.524 | 0.387 | 0.393 | -0.047 | 1.000 | 0.879 | 0.886 | 0.125 | 0.679 | 0.696 | 0.220 | 0.721 |
| FGM_base | -0.083 | 0.006 | 0.067 | 0.392 | 0.326 | 0.253 | 0.020 | 0.879 | 1.000 | 0.976 | 0.208 | 0.643 | 0.657 | 0.183 | 0.870 |
| FGA_base | -0.076 | 0.025 | 0.056 | 0.374 | 0.288 | 0.267 | -0.019 | 0.886 | 0.976 | 1.000 | 0.040 | 0.747 | 0.774 | 0.254 | 0.864 |
| FG_PCT_base | 0.015 | -0.052 | 0.008 | 0.179 | 0.180 | 0.079 | 0.074 | 0.125 | 0.208 | 0.040 | 1.000 | -0.251 | -0.303 | -0.239 | 0.126 |
| FG3M | -0.047 | -0.004 | 0.112 | 0.353 | 0.289 | 0.231 | 0.013 | 0.679 | 0.643 | 0.747 | -0.251 | 1.000 | 0.986 | 0.543 | 0.505 |
| FG3A | -0.025 | 0.013 | 0.078 | 0.339 | 0.257 | 0.245 | -0.018 | 0.696 | 0.657 | 0.774 | -0.303 | 0.986 | 1.000 | 0.499 | 0.536 |
| FG3_PCT | -0.012 | -0.012 | 0.091 | 0.177 | 0.150 | 0.111 | 0.009 | 0.220 | 0.183 | 0.254 | -0.239 | 0.543 | 0.499 | 1.000 | 0.090 |
| FTM | -0.134 | 0.014 | 0.063 | 0.249 | 0.204 | 0.162 | 0.008 | 0.721 | 0.870 | 0.864 | 0.126 | 0.505 | 0.536 | 0.090 | 1.000 |
| PLAYER_ID | TEAM_ID_base | AGE_base | GP_base | W_base | L_base | W_PCT_base | MIN_base | FGM_base | FGA_base | FG_PCT_base | FG3M | FG3A | FG3_PCT | FTM | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PLAYER_ID | 1.000 | 0.128 | -0.893 | -0.065 | -0.129 | 0.043 | -0.076 | -0.258 | -0.224 | -0.211 | -0.111 | -0.169 | -0.150 | -0.145 | -0.191 |
| TEAM_ID_base | 0.128 | 1.000 | -0.151 | -0.031 | -0.254 | 0.219 | -0.360 | 0.007 | 0.023 | 0.037 | -0.054 | 0.008 | 0.025 | -0.039 | 0.056 |
| AGE_base | -0.893 | -0.151 | 1.000 | 0.036 | 0.126 | -0.076 | 0.103 | 0.124 | 0.077 | 0.068 | 0.069 | 0.125 | 0.093 | 0.190 | 0.024 |
| GP_base | -0.065 | -0.031 | 0.036 | 1.000 | 0.784 | 0.680 | 0.149 | 0.511 | 0.464 | 0.448 | 0.168 | 0.370 | 0.366 | 0.217 | 0.349 |
| W_base | -0.129 | -0.254 | 0.126 | 0.784 | 1.000 | 0.148 | 0.671 | 0.380 | 0.342 | 0.311 | 0.205 | 0.285 | 0.264 | 0.235 | 0.213 |
| L_base | 0.043 | 0.219 | -0.076 | 0.680 | 0.148 | 1.000 | -0.539 | 0.385 | 0.355 | 0.360 | 0.063 | 0.255 | 0.270 | 0.080 | 0.333 |
| W_PCT_base | -0.076 | -0.360 | 0.103 | 0.149 | 0.671 | -0.539 | 1.000 | -0.029 | -0.026 | -0.056 | 0.113 | 0.002 | -0.022 | 0.098 | -0.099 |
| MIN_base | -0.258 | 0.007 | 0.124 | 0.511 | 0.380 | 0.385 | -0.029 | 1.000 | 0.924 | 0.930 | 0.142 | 0.679 | 0.700 | 0.227 | 0.804 |
| FGM_base | -0.224 | 0.023 | 0.077 | 0.464 | 0.342 | 0.355 | -0.026 | 0.924 | 1.000 | 0.976 | 0.270 | 0.650 | 0.664 | 0.227 | 0.870 |
| FGA_base | -0.211 | 0.037 | 0.068 | 0.448 | 0.311 | 0.360 | -0.056 | 0.930 | 0.976 | 1.000 | 0.084 | 0.750 | 0.775 | 0.262 | 0.854 |
| FG_PCT_base | -0.111 | -0.054 | 0.069 | 0.168 | 0.205 | 0.063 | 0.113 | 0.142 | 0.270 | 0.084 | 1.000 | -0.265 | -0.321 | 0.048 | 0.221 |
| FG3M | -0.169 | 0.008 | 0.125 | 0.370 | 0.285 | 0.255 | 0.002 | 0.679 | 0.650 | 0.750 | -0.265 | 1.000 | 0.987 | 0.619 | 0.481 |
| FG3A | -0.150 | 0.025 | 0.093 | 0.366 | 0.264 | 0.270 | -0.022 | 0.700 | 0.664 | 0.775 | -0.321 | 0.987 | 1.000 | 0.515 | 0.514 |
| FG3_PCT | -0.145 | -0.039 | 0.190 | 0.217 | 0.235 | 0.080 | 0.098 | 0.227 | 0.227 | 0.262 | 0.048 | 0.619 | 0.515 | 1.000 | 0.064 |
| FTM | -0.191 | 0.056 | 0.024 | 0.349 | 0.213 | 0.333 | -0.099 | 0.804 | 0.870 | 0.854 | 0.221 | 0.481 | 0.514 | 0.064 | 1.000 |
| PLAYER_ID | TEAM_ID_base | AGE_base | GP_base | W_base | L_base | W_PCT_base | MIN_base | FGM_base | FGA_base | FG_PCT_base | FG3M | FG3A | FG3_PCT | FTM | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PLAYER_ID | 1.000 | 0.085 | -0.744 | -0.045 | -0.085 | 0.029 | -0.050 | -0.174 | -0.155 | -0.144 | -0.078 | -0.114 | -0.099 | -0.099 | -0.133 |
| TEAM_ID_base | 0.085 | 1.000 | -0.106 | -0.021 | -0.175 | 0.152 | -0.251 | 0.005 | 0.016 | 0.025 | -0.036 | 0.006 | 0.016 | -0.027 | 0.040 |
| AGE_base | -0.744 | -0.106 | 1.000 | 0.025 | 0.088 | -0.053 | 0.070 | 0.086 | 0.056 | 0.048 | 0.050 | 0.086 | 0.062 | 0.133 | 0.017 |
| GP_base | -0.045 | -0.021 | 0.025 | 1.000 | 0.600 | 0.507 | 0.100 | 0.359 | 0.323 | 0.309 | 0.114 | 0.257 | 0.249 | 0.151 | 0.244 |
| W_base | -0.085 | -0.175 | 0.088 | 0.600 | 1.000 | 0.090 | 0.515 | 0.260 | 0.235 | 0.212 | 0.141 | 0.200 | 0.182 | 0.166 | 0.148 |
| L_base | 0.029 | 0.152 | -0.053 | 0.507 | 0.090 | 1.000 | -0.407 | 0.266 | 0.243 | 0.247 | 0.041 | 0.176 | 0.184 | 0.051 | 0.227 |
| W_PCT_base | -0.050 | -0.251 | 0.070 | 0.100 | 0.515 | -0.407 | 1.000 | -0.018 | -0.015 | -0.036 | 0.079 | 0.002 | -0.014 | 0.067 | -0.065 |
| MIN_base | -0.174 | 0.005 | 0.086 | 0.359 | 0.260 | 0.266 | -0.018 | 1.000 | 0.765 | 0.769 | 0.102 | 0.507 | 0.522 | 0.154 | 0.621 |
| FGM_base | -0.155 | 0.016 | 0.056 | 0.323 | 0.235 | 0.243 | -0.015 | 0.765 | 1.000 | 0.879 | 0.189 | 0.492 | 0.501 | 0.155 | 0.703 |
| FGA_base | -0.144 | 0.025 | 0.048 | 0.309 | 0.212 | 0.247 | -0.036 | 0.769 | 0.879 | 1.000 | 0.058 | 0.576 | 0.599 | 0.179 | 0.681 |
| FG_PCT_base | -0.078 | -0.036 | 0.050 | 0.114 | 0.141 | 0.041 | 0.079 | 0.102 | 0.189 | 0.058 | 1.000 | -0.182 | -0.219 | 0.057 | 0.150 |
| FG3M | -0.114 | 0.006 | 0.086 | 0.257 | 0.200 | 0.176 | 0.002 | 0.507 | 0.492 | 0.576 | -0.182 | 1.000 | 0.920 | 0.472 | 0.348 |
| FG3A | -0.099 | 0.016 | 0.062 | 0.249 | 0.182 | 0.184 | -0.014 | 0.522 | 0.501 | 0.599 | -0.219 | 0.920 | 1.000 | 0.378 | 0.370 |
| FG3_PCT | -0.099 | -0.027 | 0.133 | 0.151 | 0.166 | 0.051 | 0.067 | 0.154 | 0.155 | 0.179 | 0.057 | 0.472 | 0.378 | 1.000 | 0.043 |
| FTM | -0.133 | 0.040 | 0.017 | 0.244 | 0.148 | 0.227 | -0.065 | 0.621 | 0.703 | 0.681 | 0.150 | 0.348 | 0.370 | 0.043 | 1.000 |
| PLAYER_ID | TEAM_ID_base | AGE_base | GP_base | W_base | L_base | W_PCT_base | MIN_base | FGM_base | FGA_base | FG_PCT_base | FG3M | FG3A | FG3_PCT | FTM | TEAM_ABBREVIATION_base | TEAM_ABBREVIATION_adv | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PLAYER_ID | 1.000 | 0.000 | 0.772 | 0.000 | 0.000 | 0.044 | 0.000 | 0.181 | 0.137 | 0.115 | 0.000 | 0.000 | 0.000 | 0.000 | 0.147 | 0.224 | 0.224 |
| TEAM_ID_base | 0.000 | 1.000 | 0.124 | 0.000 | 0.535 | 0.424 | 0.774 | 0.239 | 0.000 | 0.000 | 0.000 | 0.182 | 0.000 | 0.000 | 0.013 | 1.000 | 1.000 |
| AGE_base | 0.772 | 0.124 | 1.000 | 0.000 | 0.133 | 0.235 | 0.218 | 0.195 | 0.280 | 0.205 | 0.132 | 0.163 | 0.000 | 0.303 | 0.000 | 0.000 | 0.000 |
| GP_base | 0.000 | 0.000 | 0.000 | 1.000 | 0.796 | 0.771 | 0.358 | 0.589 | 0.461 | 0.482 | 0.362 | 0.320 | 0.318 | 0.409 | 0.295 | 0.285 | 0.285 |
| W_base | 0.000 | 0.535 | 0.133 | 0.796 | 1.000 | 0.626 | 0.775 | 0.440 | 0.417 | 0.304 | 0.233 | 0.297 | 0.279 | 0.265 | 0.282 | 0.690 | 0.690 |
| L_base | 0.044 | 0.424 | 0.235 | 0.771 | 0.626 | 1.000 | 0.699 | 0.553 | 0.486 | 0.482 | 0.280 | 0.277 | 0.367 | 0.141 | 0.359 | 0.578 | 0.578 |
| W_PCT_base | 0.000 | 0.774 | 0.218 | 0.358 | 0.775 | 0.699 | 1.000 | 0.311 | 0.000 | 0.000 | 0.365 | 0.000 | 0.000 | 0.197 | 0.000 | 0.890 | 0.890 |
| MIN_base | 0.181 | 0.239 | 0.195 | 0.589 | 0.440 | 0.553 | 0.311 | 1.000 | 0.884 | 0.885 | 0.288 | 0.696 | 0.731 | 0.455 | 0.750 | 0.280 | 0.280 |
| FGM_base | 0.137 | 0.000 | 0.280 | 0.461 | 0.417 | 0.486 | 0.000 | 0.884 | 1.000 | 0.946 | 0.297 | 0.704 | 0.716 | 0.266 | 0.850 | 0.000 | 0.000 |
| FGA_base | 0.115 | 0.000 | 0.205 | 0.482 | 0.304 | 0.482 | 0.000 | 0.885 | 0.946 | 1.000 | 0.248 | 0.770 | 0.820 | 0.397 | 0.829 | 0.000 | 0.000 |
| FG_PCT_base | 0.000 | 0.000 | 0.132 | 0.362 | 0.233 | 0.280 | 0.365 | 0.288 | 0.297 | 0.248 | 1.000 | 0.334 | 0.384 | 0.550 | 0.000 | 0.000 | 0.000 |
| FG3M | 0.000 | 0.182 | 0.163 | 0.320 | 0.297 | 0.277 | 0.000 | 0.696 | 0.704 | 0.770 | 0.334 | 1.000 | 0.963 | 0.642 | 0.620 | 0.000 | 0.000 |
| FG3A | 0.000 | 0.000 | 0.000 | 0.318 | 0.279 | 0.367 | 0.000 | 0.731 | 0.716 | 0.820 | 0.384 | 0.963 | 1.000 | 0.625 | 0.685 | 0.000 | 0.000 |
| FG3_PCT | 0.000 | 0.000 | 0.303 | 0.409 | 0.265 | 0.141 | 0.197 | 0.455 | 0.266 | 0.397 | 0.550 | 0.642 | 0.625 | 1.000 | 0.000 | 0.000 | 0.000 |
| FTM | 0.147 | 0.013 | 0.000 | 0.295 | 0.282 | 0.359 | 0.000 | 0.750 | 0.850 | 0.829 | 0.000 | 0.620 | 0.685 | 0.000 | 1.000 | 0.072 | 0.072 |
| TEAM_ABBREVIATION_base | 0.224 | 1.000 | 0.000 | 0.285 | 0.690 | 0.578 | 0.890 | 0.280 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.072 | 1.000 | 1.000 |
| TEAM_ABBREVIATION_adv | 0.224 | 1.000 | 0.000 | 0.285 | 0.690 | 0.578 | 0.890 | 0.280 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.072 | 1.000 | 1.000 |
| TEAM_ABBREVIATION_adv | TEAM_ABBREVIATION_base | |
|---|---|---|
| TEAM_ABBREVIATION_adv | 1.000 | 1.000 |
| TEAM_ABBREVIATION_base | 1.000 | 1.000 |
| AGE_base | FG3A | FG3M | FG3_PCT | FGA_base | FGM_base | FG_PCT_base | FTM | GP_base | L_base | MIN_base | PLAYER_ID | TEAM_ABBREVIATION_adv | TEAM_ABBREVIATION_base | TEAM_ID_base | W_PCT_base | W_base | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AGE_base | 1.000 | 0.093 | 0.125 | 0.190 | 0.068 | 0.077 | 0.069 | 0.024 | 0.036 | -0.076 | 0.124 | -0.893 | 0.000 | 0.000 | -0.151 | 0.103 | 0.126 |
| FG3A | 0.093 | 1.000 | 0.987 | 0.515 | 0.775 | 0.664 | -0.321 | 0.514 | 0.366 | 0.270 | 0.700 | -0.150 | 0.000 | 0.000 | 0.025 | -0.022 | 0.264 |
| FG3M | 0.125 | 0.987 | 1.000 | 0.619 | 0.750 | 0.650 | -0.265 | 0.481 | 0.370 | 0.255 | 0.679 | -0.169 | 0.000 | 0.000 | 0.008 | 0.002 | 0.285 |
| FG3_PCT | 0.190 | 0.515 | 0.619 | 1.000 | 0.262 | 0.227 | 0.048 | 0.064 | 0.217 | 0.080 | 0.227 | -0.145 | 0.000 | 0.000 | -0.039 | 0.098 | 0.235 |
| FGA_base | 0.068 | 0.775 | 0.750 | 0.262 | 1.000 | 0.976 | 0.084 | 0.854 | 0.448 | 0.360 | 0.930 | -0.211 | 0.000 | 0.000 | 0.037 | -0.056 | 0.311 |
| FGM_base | 0.077 | 0.664 | 0.650 | 0.227 | 0.976 | 1.000 | 0.270 | 0.870 | 0.464 | 0.355 | 0.924 | -0.224 | 0.000 | 0.000 | 0.023 | -0.026 | 0.342 |
| FG_PCT_base | 0.069 | -0.321 | -0.265 | 0.048 | 0.084 | 0.270 | 1.000 | 0.221 | 0.168 | 0.063 | 0.142 | -0.111 | 0.000 | 0.000 | -0.054 | 0.113 | 0.205 |
| FTM | 0.024 | 0.514 | 0.481 | 0.064 | 0.854 | 0.870 | 0.221 | 1.000 | 0.349 | 0.333 | 0.804 | -0.191 | 0.019 | 0.019 | 0.056 | -0.099 | 0.213 |
| GP_base | 0.036 | 0.366 | 0.370 | 0.217 | 0.448 | 0.464 | 0.168 | 0.349 | 1.000 | 0.680 | 0.511 | -0.065 | 0.092 | 0.092 | -0.031 | 0.149 | 0.784 |
| L_base | -0.076 | 0.270 | 0.255 | 0.080 | 0.360 | 0.355 | 0.063 | 0.333 | 0.680 | 1.000 | 0.385 | 0.043 | 0.216 | 0.216 | 0.219 | -0.539 | 0.148 |
| MIN_base | 0.124 | 0.700 | 0.679 | 0.227 | 0.930 | 0.924 | 0.142 | 0.804 | 0.511 | 0.385 | 1.000 | -0.258 | 0.090 | 0.090 | 0.007 | -0.029 | 0.380 |
| PLAYER_ID | -0.893 | -0.150 | -0.169 | -0.145 | -0.211 | -0.224 | -0.111 | -0.191 | -0.065 | 0.043 | -0.258 | 1.000 | 0.102 | 0.102 | 0.128 | -0.076 | -0.129 |
| TEAM_ABBREVIATION_adv | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.092 | 0.216 | 0.090 | 0.102 | 1.000 | 1.000 | 0.978 | 0.511 | 0.286 |
| TEAM_ABBREVIATION_base | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.092 | 0.216 | 0.090 | 0.102 | 1.000 | 1.000 | 0.978 | 0.511 | 0.286 |
| TEAM_ID_base | -0.151 | 0.025 | 0.008 | -0.039 | 0.037 | 0.023 | -0.054 | 0.056 | -0.031 | 0.219 | 0.007 | 0.128 | 0.978 | 0.978 | 1.000 | -0.360 | -0.254 |
| W_PCT_base | 0.103 | -0.022 | 0.002 | 0.098 | -0.056 | -0.026 | 0.113 | -0.099 | 0.149 | -0.539 | -0.029 | -0.076 | 0.511 | 0.511 | -0.360 | 1.000 | 0.671 |
| W_base | 0.126 | 0.264 | 0.285 | 0.235 | 0.311 | 0.342 | 0.205 | 0.213 | 0.784 | 0.148 | 0.380 | -0.129 | 0.286 | 0.286 | -0.254 | 0.671 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| PLAYER_ID | TEAM_ID_base | AGE_base | GP_base | W_base | L_base | W_PCT_base | MIN_base | FGM_base | FGA_base | FG_PCT_base | FG3M | FG3A | FG3_PCT | FTM | PLAYER_NAME | NICKNAME_base | TEAM_ABBREVIATION_base | NICKNAME_adv | TEAM_ABBREVIATION_adv | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 203932.0 | 1.610613e+09 | 29.0 | 51.0 | 33.0 | 18.0 | 0.647 | 28.4 | 5.2 | 9.7 | 0.531 | 1.5 | 3.4 | 0.436 | 2.8 | Aaron Gordon | Aaron | DEN | Aaron | DEN |
| 1 | 1628988.0 | 1.610613e+09 | 28.0 | 62.0 | 39.0 | 23.0 | 0.629 | 12.8 | 1.9 | 4.3 | 0.437 | 1.2 | 2.9 | 0.398 | 0.5 | Aaron Holiday | Aaron | HOU | Aaron | HOU |
| 2 | 1630174.0 | 1.610613e+09 | 25.0 | 45.0 | 29.0 | 16.0 | 0.644 | 24.9 | 4.3 | 8.4 | 0.507 | 1.9 | 4.3 | 0.431 | 1.6 | Aaron Nesmith | Aaron | IND | Aaron | IND |
| 3 | 1630598.0 | 1.610613e+09 | 26.0 | 76.0 | 62.0 | 14.0 | 0.816 | 22.9 | 4.7 | 9.6 | 0.488 | 1.7 | 4.5 | 0.383 | 1.0 | Aaron Wiggins | Aaron | OKC | Aaron | OKC |
| 4 | 1641737.0 | 1.610613e+09 | 22.0 | 58.0 | 12.0 | 46.0 | 0.207 | 15.6 | 2.3 | 3.3 | 0.703 | 0.0 | 0.0 | 0.000 | 1.2 | Adem Bona | Adem | PHI | Adem | PHI |
| 5 | 1642349.0 | 1.610613e+09 | 23.0 | 36.0 | 31.0 | 5.0 | 0.861 | 16.6 | 2.5 | 5.1 | 0.495 | 0.6 | 1.7 | 0.383 | 0.8 | Ajay Mitchell | Ajay | OKC | Ajay | OKC |
| 6 | 1631260.0 | 1.610613e+09 | 25.0 | 73.0 | 44.0 | 29.0 | 0.603 | 22.7 | 2.5 | 5.8 | 0.429 | 2.1 | 5.0 | 0.427 | 0.3 | AJ Green | AJ | MIL | AJ | MIL |
| 7 | 1642358.0 | 1.610613e+09 | 20.0 | 29.0 | 8.0 | 21.0 | 0.276 | 22.0 | 2.8 | 7.3 | 0.385 | 0.8 | 3.1 | 0.267 | 1.1 | AJ Johnson | AJ | WAS | AJ | WAS |
| 8 | 1630639.0 | 1.610613e+09 | 24.0 | 26.0 | 14.0 | 12.0 | 0.538 | 18.7 | 3.1 | 7.3 | 0.421 | 1.3 | 3.9 | 0.327 | 1.7 | A.J. Lawson | A.J. | TOR | A.J. | TOR |
| 9 | 202692.0 | 1.610613e+09 | 33.0 | 49.0 | 26.0 | 23.0 | 0.531 | 17.6 | 2.3 | 5.5 | 0.424 | 1.8 | 4.2 | 0.425 | 0.8 | Alec Burks | Alec | MIA | Alec | MIA |
| PLAYER_ID | TEAM_ID_base | AGE_base | GP_base | W_base | L_base | W_PCT_base | MIN_base | FGM_base | FGA_base | FG_PCT_base | FG3M | FG3A | FG3_PCT | FTM | PLAYER_NAME | NICKNAME_base | TEAM_ABBREVIATION_base | NICKNAME_adv | TEAM_ABBREVIATION_adv | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 458 | 1631111.0 | 1.610613e+09 | 23.0 | 36.0 | 11.0 | 25.0 | 0.306 | 13.9 | 1.6 | 3.5 | 0.468 | 0.4 | 1.1 | 0.341 | 0.5 | Wendell Moore Jr. | Wendell | CHA | Wendell | CHA |
| 459 | 1630214.0 | 1.610613e+09 | 26.0 | 33.0 | 26.0 | 7.0 | 0.788 | 7.0 | 0.4 | 1.6 | 0.245 | 0.2 | 1.0 | 0.156 | 0.1 | Xavier Tillman | Xavier | BOS | Xavier | BOS |
| 460 | 1642274.0 | 1.610613e+09 | 21.0 | 73.0 | 19.0 | 54.0 | 0.260 | 26.8 | 3.7 | 6.7 | 0.547 | 0.0 | 0.0 | 0.000 | 1.7 | Yves Missi | Yves | NOP | Yves | NOP |
| 461 | 1642258.0 | 1.610613e+09 | 20.0 | 75.0 | 38.0 | 37.0 | 0.507 | 24.6 | 4.8 | 10.4 | 0.458 | 1.6 | 4.6 | 0.355 | 1.4 | Zaccharie Risacher | Zaccharie | ATL | Zaccharie | ATL |
| 462 | 1628380.0 | 1.610613e+09 | 27.0 | 64.0 | 34.0 | 30.0 | 0.531 | 15.3 | 2.4 | 4.7 | 0.507 | 0.5 | 1.7 | 0.302 | 1.1 | Zach Collins | Zach | CHI | Zach | CHI |
| 463 | 1641744.0 | 1.610613e+09 | 23.0 | 66.0 | 35.0 | 31.0 | 0.530 | 21.5 | 3.8 | 6.6 | 0.580 | 0.3 | 0.8 | 0.346 | 1.4 | Zach Edey | Zach | MEM | Zach | MEM |
| 464 | 203897.0 | 1.610613e+09 | 30.0 | 74.0 | 32.0 | 42.0 | 0.432 | 35.2 | 8.4 | 16.5 | 0.511 | 3.2 | 7.2 | 0.446 | 3.2 | Zach LaVine | Zach | SAC | Zach | SAC |
| 465 | 1630192.0 | 1.610613e+09 | 24.0 | 57.0 | 36.0 | 21.0 | 0.632 | 10.7 | 1.2 | 2.5 | 0.496 | 0.3 | 0.9 | 0.327 | 0.5 | Zeke Nnaji | Zeke | DEN | Zeke | DEN |
| 466 | 1630533.0 | 1.610613e+09 | 23.0 | 63.0 | 22.0 | 41.0 | 0.349 | 24.5 | 3.4 | 8.3 | 0.412 | 1.6 | 4.8 | 0.341 | 1.6 | Ziaire Williams | Ziaire | BKN | Ziaire | BKN |
| 467 | 1629627.0 | 1.610613e+09 | 24.0 | 30.0 | 10.0 | 20.0 | 0.333 | 28.6 | 9.6 | 16.9 | 0.567 | 0.1 | 0.4 | 0.231 | 5.3 | Zion Williamson | Zion | NOP | Zion | NOP |
| PLAYER_ID | TEAM_ID_base | AGE_base | GP_base | W_base | L_base | W_PCT_base | MIN_base | FGM_base | FGA_base | FG_PCT_base | FG3M | FG3A | FG3_PCT | FTM | PLAYER_NAME | NICKNAME_base | TEAM_ABBREVIATION_base | NICKNAME_adv | TEAM_ABBREVIATION_adv | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 1631248.0 | 1.610613e+09 | 24.0 | 31.0 | 27.0 | 4.0 | 0.871 | 12.4 | 1.3 | 3.5 | 0.355 | 0.8 | 2.6 | 0.317 | 0.3 | Baylor Scheierman | Baylor | BOS | Baylor | BOS |
| 180 | 1631222.0 | 1.610613e+09 | 23.0 | 66.0 | 40.0 | 26.0 | 0.606 | 20.4 | 2.4 | 5.1 | 0.475 | 0.9 | 2.2 | 0.423 | 1.2 | Jake LaRavia | Jake | SAC | Jake | SAC |
| 433 | 1629027.0 | 1.610613e+09 | 26.0 | 76.0 | 36.0 | 40.0 | 0.474 | 36.0 | 7.4 | 18.1 | 0.411 | 2.9 | 8.4 | 0.340 | 6.5 | Trae Young | Trae | ATL | Trae | ATL |
| 298 | 1626204.0 | 1.610613e+09 | 32.0 | 24.0 | 10.0 | 14.0 | 0.417 | 19.3 | 3.3 | 6.5 | 0.516 | 1.4 | 3.2 | 0.447 | 0.4 | Larry Nance Jr. | Larry | ATL | Larry | ATL |
| 396 | 1642346.0 | 1.610613e+09 | 22.0 | 74.0 | 32.0 | 42.0 | 0.432 | 19.1 | 2.8 | 6.4 | 0.430 | 1.1 | 3.6 | 0.311 | 0.3 | Ryan Dunn | Ryan | PHX | Ryan | PHX |
| 39 | 1626171.0 | 1.610613e+09 | 30.0 | 49.0 | 30.0 | 19.0 | 0.612 | 25.4 | 5.7 | 12.1 | 0.466 | 1.3 | 3.6 | 0.365 | 1.2 | Bobby Portis | Bobby | MIL | Bobby | MIL |
| 185 | 1630224.0 | 1.610613e+09 | 23.0 | 82.0 | 52.0 | 30.0 | 0.634 | 32.9 | 7.4 | 17.5 | 0.423 | 2.9 | 8.1 | 0.354 | 3.3 | Jalen Green | Jalen | HOU | Jalen | HOU |
| 114 | 203471.0 | 1.610613e+09 | 31.0 | 75.0 | 37.0 | 38.0 | 0.493 | 28.1 | 4.5 | 11.0 | 0.406 | 1.7 | 4.9 | 0.342 | 2.4 | Dennis Schroder | Dennis | DET | Dennis | DET |
| 133 | 1631166.0 | 1.610613e+09 | 24.0 | 9.0 | 3.0 | 6.0 | 0.333 | 28.2 | 5.0 | 11.3 | 0.441 | 1.0 | 3.9 | 0.257 | 1.1 | Drew Timme | Drew | BKN | Drew | BKN |
| 153 | 1641711.0 | 1.610613e+09 | 21.0 | 54.0 | 15.0 | 39.0 | 0.278 | 29.4 | 4.9 | 12.0 | 0.410 | 2.1 | 6.0 | 0.350 | 2.5 | Gradey Dick | Gradey | TOR | Gradey | TOR |